Rapid progress in artificial intelligence (AI) for game-playing has inspired intense interest in the possible benefits of the technology for wargames. Advocates have suggested that AI might make wargames more effective or make it possible to apply wargames to novel problems. This report presents an assessment of the limits to applying AI technologies to wargaming and opportunities for future investments to productively employ AI in wargames.